Hossein Darvishi
About
Hossein Darvishi received the B.Sc. degree from the Kermanshah University of Technology, Iran, and the M.Sc. degree (ranked first) in telecommunications engineering from K.N. Toosi University of Technology, Iran, in 2016 and 2018, respectively.
Since 2020, he has been pursuing the Ph.D. degree in Electronics and Telecommunications with the Department of Electronic Systems, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.
He is currently a visiting researcher at the Signal Processing Laboratory (LTS4) in the Electrical Engineering Institute of the Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland.
He is affiliated with the Nordic Industrial IoT Hub (HI2OT) and the SIGNIFY project (NTNU and SINTEF's research and connectivity program in sensor validation solutions for digital twins of safety-critical systems).
He is a Reviewer for reputable journals including IEEE Transactions on Signal and Information Processing over Networks, IEEE Transactions on Neural Networks and Learning Systems, and IEEE Sensors Journal.
His research interests include statistical signal processing, machine learning, Internet of Things and wireless sensor networks.
Publications
2022
-
Chawla, Apoorva;
Arellano Prieto, Yessica Alexandra;
Johansson, Martin Viktor;
Darvishi, Hossein;
Shaneen, Khadija;
Vitali, Matteo;
Finotti, Francesco;
Salvo Rossi, Pierluigi.
(2022)
IoT-based Monitoring in Carbon Capture and Storage Systems.
IEEE Internet of Things Magazine (IoTM).
volum 5 (4).
Academic article
-
Darvishi, Hossein;
Ciuonzo, Domenico;
Salvo Rossi, Pierluigi.
(2022)
A Machine-Learning Architecture for Sensor Fault Detection, Isolation and Accommodation in Digital Twins.
IEEE Sensors Journal.
volum 23 (3).
Academic article
-
Darvishi, Hossein;
Ciuonzo, Domenico;
Salvo Rossi, Pierluigi.
(2022)
Exploring a Modular Architecture for Sensor Validation in Digital Twins.
Proceedings of IEEE Sensors.
Academic article
-
Talebi, Sayedpouria;
Darvishi, Hossein;
Werner, Stefan;
Salvo Rossi, Pierluigi.
(2022)
Gradient-Descent Adaptive Filtering Using Gradient Adaptive Step-Size.
Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop.
Academic article
2021
-
Darvishi, Hossein;
Ciuonzo, Domenico;
Salvo Rossi, Pierluigi.
(2021)
Real-Time Sensor Fault Detection, Isolation and Accommodation for Industrial Digital Twins.
2021. ISBN 9781665440486.
Academic anthology/Conference proceedings
-
Darvishi, Hossein;
Sebt, Mohammad Ali;
Ciuonzo, Domenico;
Salvo Rossi, Pierluigi.
(2021)
Tracking a low-angle isolated target via an elevation-angle estimation algorithm based on extended kalman filter with an array antenna.
Remote Sensing.
volum 13 (19).
Academic article
2020
-
Darvishi, Hossein;
Ciuonzo, Domenico;
Eide, Eivind R.;
Salvo Rossi, Pierluigi.
(2020)
A Data-Driven Architecture for Sensor Validation Based on Neural Networks.
Proceedings of IEEE Sensors.
Academic article
-
Darvishi, Hossein;
Ciuonzo, Domenico;
Eide, Eivind R.;
Salvo Rossi, Pierluigi.
(2020)
Sensor-Fault Detection, Isolation and Accommodation for Digital Twins via Modular Data-Driven Architecture.
IEEE Sensors Journal.
volum 21 (4).
Academic article
Journal publications
-
Chawla, Apoorva;
Arellano Prieto, Yessica Alexandra;
Johansson, Martin Viktor;
Darvishi, Hossein;
Shaneen, Khadija;
Vitali, Matteo;
Finotti, Francesco;
Salvo Rossi, Pierluigi.
(2022)
IoT-based Monitoring in Carbon Capture and Storage Systems.
IEEE Internet of Things Magazine (IoTM).
volum 5 (4).
Academic article
-
Darvishi, Hossein;
Ciuonzo, Domenico;
Salvo Rossi, Pierluigi.
(2022)
A Machine-Learning Architecture for Sensor Fault Detection, Isolation and Accommodation in Digital Twins.
IEEE Sensors Journal.
volum 23 (3).
Academic article
-
Darvishi, Hossein;
Ciuonzo, Domenico;
Salvo Rossi, Pierluigi.
(2022)
Exploring a Modular Architecture for Sensor Validation in Digital Twins.
Proceedings of IEEE Sensors.
Academic article
-
Talebi, Sayedpouria;
Darvishi, Hossein;
Werner, Stefan;
Salvo Rossi, Pierluigi.
(2022)
Gradient-Descent Adaptive Filtering Using Gradient Adaptive Step-Size.
Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop.
Academic article
-
Darvishi, Hossein;
Sebt, Mohammad Ali;
Ciuonzo, Domenico;
Salvo Rossi, Pierluigi.
(2021)
Tracking a low-angle isolated target via an elevation-angle estimation algorithm based on extended kalman filter with an array antenna.
Remote Sensing.
volum 13 (19).
Academic article
-
Darvishi, Hossein;
Ciuonzo, Domenico;
Eide, Eivind R.;
Salvo Rossi, Pierluigi.
(2020)
A Data-Driven Architecture for Sensor Validation Based on Neural Networks.
Proceedings of IEEE Sensors.
Academic article
-
Darvishi, Hossein;
Ciuonzo, Domenico;
Eide, Eivind R.;
Salvo Rossi, Pierluigi.
(2020)
Sensor-Fault Detection, Isolation and Accommodation for Digital Twins via Modular Data-Driven Architecture.
IEEE Sensors Journal.
volum 21 (4).
Academic article
Books
-
Darvishi, Hossein;
Ciuonzo, Domenico;
Salvo Rossi, Pierluigi.
(2021)
Real-Time Sensor Fault Detection, Isolation and Accommodation for Industrial Digital Twins.
2021. ISBN 9781665440486.
Academic anthology/Conference proceedings